COMPARING METHODS FOR IMPUTING EMPLOYER HEALTH INSURANCE CONTRIBUTIONS IN THE CURRENT POPULATION SURVEY
August 2013
Working Paper Number:
CES-13-41
Abstract
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By analyzing the content of working papers, KeyBERT identifies terms and phrases that capture the essence of the
text, highlighting the most significant topics and trends. This approach not only enhances searchability but
provides connections that go beyond potentially domain-specific author-defined keywords.
:
estimation,
estimating,
respondent,
earnings,
employed,
estimates employment,
imputation,
expenditure,
insurance,
enrollment,
coverage,
premium,
healthcare,
medicaid,
insurance employer,
health insurance,
coverage employer,
compensation,
insurance coverage,
insurance premiums,
imputed,
imputation model
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Tags are automatically generated using a pretrained language model from spaCy, which excels at
several tasks, including entity tagging.
The model is able to label words and phrases by part-of-speech,
including "organizations." By filtering for frequent words and phrases labeled as "organizations", papers are
identified to contain references to specific institutions, datasets, and other organizations.
:
Standard Statistical Establishment List,
Service Annual Survey,
National Income and Product Accounts,
Current Population Survey,
Medical Expenditure Panel Survey,
Agency for Healthcare Research and Quality,
Business Register,
Office of Personnel Management
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